{"id":"W79648116","doi":"10.1016/b978-0-12-405914-6.00023-8","title":"Single Cell Deposition","year":2012,"lang":"en","type":"book-chapter","venue":"Methods in cell biology","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Evolutionary biology; Cell biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002734324,0.001017792,0.0007970321,0.0005332586,0.0005358439,0.0009822948,0.001082478,0.0008475144,0.02225098],"category_scores_gemma":[0.0001920776,0.0007772971,0.0005342591,0.0005932392,0.0004456296,0.0008974886,0.001101966,0.001476593,0.02306479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005729506,"about_ca_system_score_gemma":0.0003523346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003976623,"about_ca_topic_score_gemma":0.000918727,"domain_scores_codex":[0.9996583,0.00001267521,0.00001552064,0.0001184652,0.000165547,0.00002944227],"domain_scores_gemma":[0.9999098,0.0000190879,0.000007119756,0.0000339436,0.00002301093,0.000007041146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003532355,0.00004296128,0.00007886084,0.0009153765,0.00002773498,0.0001998042,0.0001376752,0.0008404162,0.8059483,0.02598299,0.03436053,0.13143],"study_design_scores_gemma":[0.00001244392,0.0000482389,0.0003063514,0.00006705808,0.00001664731,0.0005531949,0.00002782285,0.002040663,0.4881037,0.004044986,0.5047523,0.00002660633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01728711,0.02327594,0.4670538,0.001308017,0.004520703,0.0007025047,0.003737882,0.004693577,0.4774204],"genre_scores_gemma":[0.06166321,0.02102417,0.2233641,0.001320557,0.0004294701,0.0009859867,0.004219636,0.001115989,0.6858768],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02225098,"threshold_uncertainty_score":0.07443696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284628577394913,"score_gpt":0.2878838262456982,"score_spread":0.2450375404717491,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}